In Julia, you explicitly need to still reason about and select GPU drivers + manage residency of tensors; in RunMat we abstract that away, and just do it for you. You just write math, and we do an equivalent of a JIT to just figure out when to run it on GPU for you.

Our goal is to make a runtime that lets people stay at the math layer as much as possible, and run the math as fast as possible.